Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes.
Darren LiuCheng DingDelgersuren BoldMonique BouvierJiaying LuBenjamin ShickelCraig S. JabaleyWenhui ZhangSoojin ParkMichael J. YoungMark S. WainwrightGilles ClermontParisa RashidiEric S. RosenthalLaurie DimiskoRan XiaoJoo Heung YoonCarl J. YangXiao HuPublished in: CoRR (2024)
Keyphrases
- language model
- semantic concepts
- electronic health records
- probabilistic model
- n gram
- test collection
- visual features
- information retrieval
- multi modal
- multimedia data
- semantic similarity
- medical data
- low level features
- image classification
- semantic information
- raw data
- image annotation
- clinical data
- text mining
- domain knowledge